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Machine learning/molecular dynamic protein structure prediction approach to investigate the protein conformational ensemble

Proteins exist in several different conformations. These structural changes are often associated with fluctuations at the residue level. Recent findings show that co-evolutionary analysis coupled with machine-learning techniques improves the precision by providing quantitative distance predictions b...

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Detalles Bibliográficos
Autores principales: Audagnotto, Martina, Czechtizky, Werngard, De Maria, Leonardo, Käck, Helena, Papoian, Garegin, Tornberg, Lars, Tyrchan, Christian, Ulander, Johan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9200820/
https://www.ncbi.nlm.nih.gov/pubmed/35705565
http://dx.doi.org/10.1038/s41598-022-13714-z